One possible data-specific test is based on splitting the data between training and test fittings [39]; overfitting of the realized climate space should result in a lower accuracy for the test data relative to the accuracy associated with the training data.
The holdout estimator is based on splitting the data in two random non-overlapping parts, deriving a signature from the first one and assessing its error in the second one.
To visualize variations in signal distinctness, we use network analyses based on split decomposition and split support spectra.
> -wrap-foot> Socrates is a new break point-detection method based on split reads.
The present paper recommends a very simple countermeasure against hypothesis fishing, based on data splitting.
We were unable to give an estimated divergence time between populations from the Bogong High Plains and Kosciuszko as there was no phylogenetic split based on CO1 data.
The best model is then found across different data splits and cross-validation schemes, based on the averaged data splits statistics.
The PBC-inferred Neighbor-Net splits graph based on ITS data of Zelkova (Fig. 11) had a "giraffe-like" general appearance, reflecting a biogeographical differentiation pattern.
Furthermore, we examine a proportional relation between the normalized time delay and the differential strain rate from GPS data observed previously in and around the high strain rate zone (Hiramatsu et al. 2010) based on shear wave splitting data around the source region.
Based on nuclear data, our IMa2 analysis showed that the split between R. marina and R. schneideri was estimated to be ≈ 1.69 Myr, and the split between R. marina populations from RAB and LAB occurred at ≈ 0.33 Myr.
